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The Aggregate

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SMDD-Bench — leaderboard

Metric: Pass Rate (%). Source: smddbench.com. 7 models tracked.

Top models

#ModelScore
1GPT-5.4 (Medium)40.2
2Gemini 3.1 Pro (Preview)39
3Claude Sonnet 4.638
4Kimi K2.5 (Thinking)30.3
5Qwen 3.5 397B A17B27.5
6DeepSeek V3.224.3
7MiniMax-M2.719.3

Interactive version: theaggregate.ai/benchmark?slug=smdd-bench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.